{"id":"W4386055521","doi":"10.1155/2023/9943108","title":"Estimating the Importation Risk of Mpox Virus in 2022 to Hong Kong, China","year":2023,"lang":"en","type":"article","venue":"Transboundary and Emerging Diseases","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"China; Air travel; Geography; Public health; Environmental health; Risk assessment; Aviation; Risk factor; Socioeconomics; Demography; Medicine; Engineering; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009055427,0.0005877023,0.0003643428,0.0008322059,0.0002751542,0.0008188191,0.0005423742,0.0003383915,0.0005466739],"category_scores_gemma":[0.002108158,0.0002744406,0.0007454651,0.0007727421,0.0002834363,0.0005012156,0.000686592,0.0003269117,0.000125281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349048,"about_ca_system_score_gemma":0.001167973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2438599,"about_ca_topic_score_gemma":0.1027998,"domain_scores_codex":[0.9997517,0.00005657718,0.00002569848,0.00007622003,0.0000292807,0.00006042775],"domain_scores_gemma":[0.9991085,0.0002538629,0.0002267953,0.00009896234,0.0001952668,0.0001166339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008919786,0.00003148179,0.9095975,0.00004028541,0.0001821473,0.0002918578,0.00009424918,0.08429584,0.0003495999,0.0002596057,0.0005981843,0.004169976],"study_design_scores_gemma":[0.00001566331,0.00006779878,0.6052839,0.0000350784,0.0001188147,0.0001772772,0.0005186007,0.3918741,0.0004387156,0.0002869824,0.00115257,0.00003058263],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965305,0.0002035118,0.001156619,0.00007031213,0.000008137411,0.00001580335,0.001593118,0.00002198585,0.0004001342],"genre_scores_gemma":[0.9955019,0.0001754206,0.0008387471,0.00001971813,0.000007534128,0.0000120236,0.003170285,0.000003691432,0.0002706767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2438599,"threshold_uncertainty_score":0.4848809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07274416218965594,"score_gpt":0.3873101869693731,"score_spread":0.3145660247797171,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}